Measuring data importance over ML pipelines using the Shapley value.
☆45Aug 26, 2025Updated last year
Alternatives and similar repositories for datascope
Users that are interested in datascope are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Alpha version of our data-centric vision benchmark for training data correction☆11Aug 22, 2023Updated 3 years ago
- [CVPR 2021] Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?☆34Dec 26, 2020Updated 5 years ago
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆27Feb 21, 2020Updated 6 years ago
- Alpha version of our data-centric visual benchmark for training data selection☆16Aug 28, 2023Updated 3 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆15Jul 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆45Nov 10, 2022Updated 3 years ago
- Data Shapley: Equitable Valuation of Data for Machine Learning☆300May 1, 2024Updated 2 years ago
- ☆12Jul 12, 2022Updated 4 years ago
- ☆12Jun 21, 2026Updated 4 months ago
- Automatic Differentiation for Gradient Boosted Decision Trees.☆13May 17, 2022Updated 4 years ago
- This repository contains all codes for the VLDB 2022 paper "Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected G…☆12Feb 24, 2025Updated last year
- Now it is exported as an official example☆13Jan 24, 2018Updated 8 years ago
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆16Feb 19, 2024Updated 2 years ago
- ML models often mispredict, and it is hard to tell when and why. We present a data mining based approach to discover whether there is a c…☆17Jun 6, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)☆18Mar 20, 2023Updated 3 years ago
- Collection of available data sources for cognitively-inspired NLP☆38Jul 14, 2020Updated 6 years ago
- Streaming, Distributed, Asynchronous Bayesian Nonparametric Inference☆12Nov 2, 2015Updated 10 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆32May 1, 2024Updated 2 years ago
- h-Shap provides an exact, fast, hierarchical implementation of Shapley coefficients for image explanations☆16Nov 20, 2023Updated 2 years ago
- Functions for easily making publication-quality figures with matplotlib.☆19Jan 20, 2024Updated 2 years ago
- An Interactive Tool for Scalable and Reproducible Error Analysis.☆109Jul 22, 2021Updated 5 years ago
- ☆25Oct 17, 2026Updated 2 weeks ago
- ☆13Mar 22, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- crystalnet -- a mini core AI library (being refactored, see https://github.com/lgarithm/stdnn-ops)☆17Oct 1, 2019Updated 7 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆228Jan 1, 2026Updated 9 months ago
- Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed☆12May 29, 2021Updated 5 years ago
- Example workflow for our data-centric speech benchmark☆17Jul 6, 2023Updated 3 years ago
- ☆18May 25, 2022Updated 4 years ago
- pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation☆146Apr 13, 2026Updated 6 months ago
- Implementation of Geolocated Articles Processing and Poverty Mapping - [KDD19]☆19Apr 24, 2021Updated 5 years ago
- Client usage☆25Sep 16, 2026Updated last month
- This repository contains the artifacts accompanied by the paper "Fair Preprocessing"☆13Jul 20, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Several graph clustering algorithms in one library☆18Oct 27, 2018Updated 8 years ago
- AI-assisted development MCP providing long-term, on-device "AI memory" for IDEs. Powered by Kuzu GraphDB and exposed via MCP server☆17Oct 14, 2026Updated 2 weeks ago
- ☆16Jun 26, 2021Updated 5 years ago
- Domain Adaptation☆23Nov 27, 2021Updated 4 years ago
- FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models☆36Nov 27, 2025Updated 11 months ago
- ☆11Mar 7, 2021Updated 5 years ago
- a (work-in-progress) grammatical WISYWIG text editor☆12Sep 13, 2018Updated 8 years ago